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 Free Canadian GIS Datasets

Free Canadian GIS Datasets

Geographic Information Systems (GIS) are at the heart of modern spatial analysis, urban planning, environmental monitoring, and much more. In Canada, a wealth of high-quality, authoritative GIS datasets is available for free — thanks to government open data initiatives, academic…

 Real-Time GIS Integration & AI/Big Data detailed

Real-Time GIS Integration & AI/Big Data detailed

Real-Time GIS Integration with AI & Big Data: Transforming Decision-Making Across Industries In today’s hyper-connected world, the fusion of Geographic Information Systems (GIS) with Artificial Intelligence (AI) and Big Data analytics is no longer a futuristic concept—it’s a game-changing reality.…

 Mapping Informal Settlements with Low‑Resolution Data

Mapping Informal Settlements with Low‑Resolution Data

Mapping Informal Settlements with Low‑Resolution Data: Challenges, Techniques, and Innovations Informal settlements, often referred to as slums or shantytowns, are home to over a billion people worldwide. These areas are typically characterized by inadequate infrastructure, poor access to basic services,…

 GIS for Environmental Justice & Public Health

GIS for Environmental Justice & Public Health

What is GIS in Environmental Justice? GIS is a digital mapping technology that captures, stores, analyzes, and visualizes spatial or geographic data. In the realm of Environmental Justice (EJ), GIS helps to pinpoint where environmental hazards overlap with vulnerable populations.…

 Participatory GIS & Traditional Knowledge GIS

Participatory GIS & Traditional Knowledge GIS

In the era of high-tech satellites and AI-driven analytics, there’s a growing movement to ensure that the voices of local communities and indigenous peoples are not lost in the digital mapping revolution. Participatory GIS (PGIS) and Traditional Knowledge GIS (TK-GIS)…

 Uncertain Geographic Context Problem (UGCoP)

Uncertain Geographic Context Problem (UGCoP)

Understanding the Uncertain Geographic Context Problem (UGCoP): A Hidden Challenge in Spatial Analysis In spatial data science, we often trust the boundaries we work with — census tracts, zip codes, city limits — to define meaningful geographic contexts for analysis.…

 Detailed Guide to Vector Data Formats in GIS

Detailed Guide to Vector Data Formats in GIS

Detailed Guide to Vector Data Formats in GIS What is Vector Data? Vector data represents real-world features using geometric shapes: Each vector feature also contains attributes (non-spatial data) like names, IDs, or categories. 1. Shapefile (.shp) Overview: Strengths: Limitations: Common…

Top Beginner GIS Courses Online (2025)

1. Esri’s “GIS Basics” Course 2. Coursera – “Fundamentals of GIS” (by UC Davis) 3. QGIS for Beginners (Udemy 4. OpenCourseWare – Penn State: “Geographic Information Systems” 5. LinkedIn Learning – “Learning GIS”

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